FinancialAnalystAIAgent
🥈SilverThe FinancialAnalystAIAgent offers advanced stock analytics powered by Phidata and Google Gemini 2.0, providing real-time data and interactive visualizations. With a user-friendly Streamlit dashboard, it delivers actionable insights for informed investment decisions.
730Updated 2mo ago
Intermediate15 minutes to implementfinance
Saves ~105 min per use
Quick InstallView Source
claude install RauhanAhmed/FinancialAnalystAIAgentWorks with:
ChatGPTGitHub Copilot
Overview
About This Skill
The FinancialAnalystAIAgent is a comprehensive stock analysis platform that integrates historical market data from Yahoo Finance with AI-driven insights powered by Google Gemini 2.0 Flash. It provides investors and analysts with interactive candlestick visualizations built with Plotly, risk assessments, and actionable investment recommendations through a user-friendly Streamlit dashboard. The system uses Phidata to connect multiple data sources and analytical frameworks, enabling deep financial analysis based on market trends and historical patterns. Users can query the AI agent with custom questions about specific stocks, receive detailed recommendations, and explore data through configurable parameters managed via YAML configuration.
How to Use
Clone the repository and install dependencies via pip install -r requirements.txt. Configure your OPENROUTER_API_KEY in a .env file, then run streamlit run main.py to launch the dashboard. Select a stock ticker from the sidebar to view historical data and candlestick charts, then submit queries to the AI agent for detailed market analysis and investment insights.
Use Cases
Real-time stock performance tracking
Investment portfolio analysis
Market trend visualization
Predictive analytics for stock prices
Best For
GrowthRevOps
Tags
Setup & Installation
Quick Install
Terminal
claude install RauhanAhmed/FinancialAnalystAIAgentAlternative Install (Git Clone)
git clone https://github.com/RauhanAhmed/FinancialAnalystAIAgentRequirements
- Claude Code or compatible AI agent
- Works with: ChatGPT, GitHub Copilot
Quick Start Guide
1
Install the Skill
Copy the install command above and run it in your terminal.
2
Open Your AI Agent
Launch Claude Code, Cursor, or your preferred AI coding agent.
3
Try It Out
Use the prompt template or examples below to test the skill.
4
Customize
Adapt the skill to your specific use case and workflow.
Usage Examples
Prompt Template
Analyze the following stock data for [COMPANY] in the [INDUSTRY] sector. Provide a detailed analysis including key metrics, trends, and potential risks. Use the latest available data and generate interactive visualizations to support your findings.
Example Output
# Stock Analysis for [COMPANY] in the [INDUSTRY] Sector ## Key Metrics - **Current Price**: $150.25 - **52-Week Range**: $120.00 - $180.50 - **Market Cap**: $50 billion - **P/E Ratio**: 25.3 - **Dividend Yield**: 1.5% ## Trends - **Price Trend**: Upward trend over the past 6 months with a 15% increase. - **Volume Trend**: Increasing trading volume, indicating growing interest. - **Earnings Trend**: Consistent earnings growth over the past 4 quarters. ## Potential Risks - **Market Volatility**: The stock is sensitive to market fluctuations. - **Regulatory Risks**: Potential changes in regulations could impact the company. - **Competition**: Increasing competition in the [INDUSTRY] sector. ## Recommendations - **Buy**: The stock shows strong growth potential and is currently undervalued. - **Hold**: For investors with a long-term horizon, holding the stock is recommended. - **Monitor**: Keep an eye on regulatory developments and market trends. ## Interactive Visualizations - **Price Chart**:  - **Volume Chart**:  - **Earnings Chart**: 
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